kuberstar/
qartez-mcp
kuberstar/qartez-mcpConnectors
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
73
postrv/
narsil-mcp
postrv/narsil-mcpConnectors
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
182
bartolli/codannaConnectors
Local code intelligence MCP server and CLI for AI coding agents
740
aimasteracc/
tree-sitter-analyzer
aimasteracc/tree-sitter-analyzerConnectors
Cross-language-safe code-intelligence MCP for AI agents -- 13 languages, family-gated call graph (CodeGraph 745 vs TSA 6 cross-language mis-wires, v1.21.0 same-session -- ~124x by count, ~390x by rate; re-verifying vs current develop). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.
49
DeusData/codebase-memory-mcpConnectors
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
43k
nikolai-vysotskyi/
trace-mcp
nikolai-vysotskyi/trace-mcpConnectors
Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own, comprehension at parity. 81 languages, 87 frameworks. Your code and index never leave the machine; an anonymous usage ping is on by default and opt-out.
176
tirth8205/
code-review-graph
tirth8205/code-review-graphConnectors
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
31k
pzalutski-pixel/
javalens-mcp
pzalutski-pixel/javalens-mcpConnectors
MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.
38
styler-ai/
ProjectAtlas
styler-ai/ProjectAtlasConnectors
Every file not opened. Every folder not explored. Tokens saved. ProjectAtlas guides coding agents with purpose metadata and an intelligent code graph, reducing token costs by over 90%.
407
pinoox/
neuromesh
pinoox/neuromeshConnectors
The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants
85
hunhee98/
pluck
hunhee98/pluckConnectors
MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup
42
blackwell-systems/agent-lspConnectors
MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.
124
MarcelRoozekrans/
roslyn-codelens-mcp
MarcelRoozekrans/roslyn-codelens-mcpConnectors
Roslyn-based MCP server giving AI agents deep semantic understanding of .NET/C# codebases — 67 tools for navigation, call graphs, diagnostics & code fixes, safe refactoring, code-quality auditing, test intelligence, DI graphs, and IL/external-assembly inspection.
48
syncable-dev/memtrace-publicConnectors
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
469
Goldziher/basemindConnectors
Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.
98
jgravelle/jcodemunch-mcpConnectors
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
2.7k
sverklo/sverkloConnectors
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.
79